Mengru Wang - RankMe

63 papers A* 3A 2B 2Misc 1Journal 38Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Data to Behavior: Predicting Unintended Model Behaviors Before Training. CoRR Mengru Wang, Zhenqian Xu, Junfeng Fang, Yunzhi Yao, Shumin Deng, Huajun Chen, Ningyu Zhang
2026	J	`jnl`	IEMAS: An Incentive-Efficiency Routing Framework for Open Agentic Web Ecosystems. CoRR Hongze Liu, Chang Guo, Yingzeng Li, Mengru Wang, Jiong Lou, Shijing Yuan, Hefeng Zhou, Chentao Wu, Jie Li
2026	A	`conf`	LookAhead Tuning: Safer Language Models via Partial Answer Previews. WSDM Kangwei Liu, Mengru Wang, Yujie Luo, Lin Yuan, Mengshu Sun, Lei Liang, Zhiqiang Zhang, Jun Zhou, Bryan Hooi, Shumin Deng
2026	J	`jnl`	SkillNet: Create, Evaluate, and Connect AI Skills. CoRR Yuan Liang, Ruobin Zhong, Haoming Xu, Chen Jiang, Yi Zhong, Runnan Fang, Jia-Chen Gu, Shumin Deng, Yunzhi Yao, Mengru Wang, Shuofei Qiao, Xin Xu, Tongtong Wu, Kun Wang, Yang Liu, Zhen Bi, Jungang Lou, Yuchen Eleanor Jiang, Hangcheng Zhu, Gang Yu, Haiwen Hong, Longtao Huang, Hui Xue, Chenxi Wang, Yijun Wang, Zifei Shan, Xi Chen, Zhaopeng Tu, Feiyu Xiong, Xin Xie, Peng Zhang, Zhengke Gui, Lei Liang, Jun Zhou, Chiyu Wu, Jin Shang, Yu Gong, Junyu Lin, Changliang Xu, Hongjie Deng, Wen Zhang, Keyan Ding, Qiang Zhang, Fei Huang, Ningyu Zhang, Jeff Z. Pan, Guilin Qi, Haofen Wang, Huajun Chen
2026	J	`jnl`	Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics. CoRR Ziwen Xu, Chenyan Wu, Hengyu Sun, Haiwen Hong, Mengru Wang, Yunzhi Yao, Longtao Huang, Hui Xue, Shumin Deng, Zhixuan Chu, Huajun Chen, Ningyu Zhang
2025	A*	`conf`	Automating Steering for Safe Multimodal Large Language Models. EMNLP Lyucheng Wu, Mengru Wang, Ziwen Xu, Tri Cao, Nay Oo, Bryan Hooi, Shumin Deng
2025	J	`jnl`	Automating Steering for Safe Multimodal Large Language Models. CoRR Lyucheng Wu, Mengru Wang, Ziwen Xu, Tri Cao, Nay Oo, Bryan Hooi, Shumin Deng
2025	J	`jnl`	Bal-IDS: A Robust Network Intrusion Detection System for Enhancing Low-Frequency Attack Detection in IoT Networks. Concurr. Comput. Pract. Exp. Jing Li, Mengru Wang, Zhi Yin
2025	—	`conf`	Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms. ACL (1) Mengru Wang, Ziwen Xu, Shengyu Mao, Shumin Deng, Zhaopeng Tu, Huajun Chen, Ningyu Zhang
2025	J	`jnl`	Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms. CoRR Mengru Wang, Ziwen Xu, Shengyu Mao, Shumin Deng, Zhaopeng Tu, Huajun Chen, Ningyu Zhang
2025	J	`jnl`	CAST: Cluster-Driven Truthful Crowdfunding Mechanism for Shared AI Service Deployment. IEEE Trans. Serv. Comput. Hongze Liu, Mengru Wang, Junzhe Liu, Shijing Yuan, Jiong Lou, Chentao Wu, Jie Li
2025	—	`conf`	Depression Detection from Multilingual Interviews Based on Textual and Audio Feature Fusion. BIBM Mengru Wang, Dongchen Jiang
2025	Misc	`conf`	EMMeTT: Efficient Multimodal Machine Translation Training. ICASSP Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg
2025	—	`conf`	EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models. EMNLP (System Demonstrations) Ziwen Xu, Shuxun Wang, Kewei Xu, Haoming Xu, Mengru Wang, Xinle Deng, Yunzhi Yao, Guozhou Zheng, Huajun Chen, Ningyu Zhang
2025	J	`jnl`	EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models. CoRR Ziwen Xu, Shuxun Wang, Kewei Xu, Haoming Xu, Mengru Wang, Xinle Deng, Yunzhi Yao, Guozhou Zheng, Huajun Chen, Ningyu Zhang
2025	J	`jnl`	Examining Generative AI User Discontinuance from a Dual Perspective of Enablers and Inhibitors. Int. J. Hum. Comput. Interact. Tao Zhou, Mengru Wang
2025	J	`jnl`	Latent manifold preservation and target prediction balance for unsupervised domain adaptation. Signal Image Video Process. Mengru Wang, Jinglei Liu
2025	J	`jnl`	LightMem: Lightweight and Efficient Memory-Augmented Generation. CoRR Jizhan Fang, Xinle Deng, Haoming Xu, Ziyan Jiang, Yuqi Tang, Ziwen Xu, Shumin Deng, Yunzhi Yao, Mengru Wang, Shuofei Qiao, Huajun Chen, Ningyu Zhang
2025	J	`jnl`	LookAhead Tuning: Safer Language Models via Partial Answer Previews. CoRR Kangwei Liu, Mengru Wang, Yujie Luo, Lin Yuan, Mengshu Sun, Ningyu Zhang, Lei Liang, Zhiqiang Zhang, Jun Zhou, Huajun Chen
2025	—	`conf`	Mens Nova in Mundo Virtuali: Immersive Virtual Reality Experiences for Cognitive and Creative Enhancement. UbiComp Companion Georgi V. Georgiev, Zhengya Gong, Iva Georgieva, Vijayakumar Nanjappan, Xinhui Hu, Amy Grech, Ummi Khaira Latif, Mengru Wang, Danko D. Georgiev
2025	J	`jnl`	Modelling and vibration suppression for a 3D flexible rotatable manipulator with uncertain actuator dynamics. Int. J. Control Mengru Wang, Le Li, Jinkun Liu
2025	J	`jnl`	Nonlinear time-varying actuator fault-tolerant control for a nonlinear high-rise building system with uncertain control direction and output constraints. Commun. Nonlinear Sci. Numer. Simul. Mengru Wang, Jinkun Liu
2025	J	`jnl`	OceanGym: A Benchmark Environment for Underwater Embodied Agents. CoRR Yida Xue, Mingjun Mao, Xiangyuan Ru, Yuqi Zhu, Baochang Ren, Shuofei Qiao, Mengru Wang, Shumin Deng, Xinyu An, Ningyu Zhang, Ying Chen, Huajun Chen
2025	—	`conf`	ReLearn: Unlearning via Learning for Large Language Models. ACL (1) Haoming Xu, Ningyuan Zhao, Liming Yang, Sendong Zhao, Shumin Deng, Mengru Wang, Bryan Hooi, Nay Oo, Huajun Chen, Ningyu Zhang
2025	J	`jnl`	ReLearn: Unlearning via Learning for Large Language Models. CoRR Haoming Xu, Ningyuan Zhao, Liming Yang, Sendong Zhao, Shumin Deng, Mengru Wang, Bryan Hooi, Nay Oo, Huajun Chen, Ningyu Zhang
2025	J	`jnl`	SaraCoder: Orchestrating Semantic and Structural Cues for Profit-Oriented Repository-Level Code Completion. CoRR Xiaohan Chen, Zhongying Pan, Quan Feng, Yu Tian, Shuqun Yang, Mengru Wang, Lina Gong, Yuxia Geng, Piji Li, Xiang Chen
2025	J	`jnl`	Social Welfare Function Leaderboard: When LLM Agents Allocate Social Welfare. CoRR Zhengliang Shi, Ruotian Ma, Jen-tse Huang, Xinbei Ma, Xingyu Chen, Mengru Wang, Qu Yang, Yue Wang, Fanghua Ye, Ziyang Chen, Shanyi Wang, Cixing Li, Wenxuan Wang, Zhaopeng Tu, Xiaolong Li, Zhaochun Ren, Linus
2025	J	`jnl`	The Hunger Game Debate: On the Emergence of Over-Competition in Multi-Agent Systems. CoRR Xinbei Ma, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Mengru Wang, Jen-tse Huang, Qu Yang, Wenxuan Wang, Fanghua Ye, Qingxuan Jiang, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Hai Zhao, Zhaopeng Tu, Xiaolong Li, Linus
2025	J	`jnl`	Too Good to be Bad: On the Failure of LLMs to Role-Play Villains. CoRR Zihao Yi, Qingxuan Jiang, Ruotian Ma, Xingyu Chen, Qu Yang, Mengru Wang, Fanghua Ye, Ying Shen, Zhaopeng Tu, Xiaolong Li, Linus
2025	J	`jnl`	Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training. CoRR Mengru Wang, Xingyu Chen, Yue Wang, Zhiwei He, Jiahao Xu, Tian Liang, Qiuzhi Liu, Yunzhi Yao, Wenxuan Wang, Ruotian Ma, Haitao Mi, Ningyu Zhang, Zhaopeng Tu, Xiaolong Li, Dong Yu
2024	J	`jnl`	A Comprehensive Study of Knowledge Editing for Large Language Models. CoRR Ningyu Zhang, Yunzhi Yao, Bozhong Tian, Peng Wang, Shumin Deng, Mengru Wang, Zekun Xi, Shengyu Mao, Jintian Zhang, Yuansheng Ni, Siyuan Cheng, Ziwen Xu, Xin Xu, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen
2024	J	`jnl`	CoFF-CHP: coarse-to-fine filters with concept heuristic prompt for few-shot relation classification. Appl. Intell. Peihong Li, Shengze Hu, Jianming Zheng, Taihua Shao, Mengru Wang, Fei Cai
2024	—	`conf`	Detoxifying Large Language Models via Knowledge Editing. ACL (1) Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen
2024	J	`jnl`	Detoxifying Large Language Models via Knowledge Editing. CoRR Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen
2024	J	`jnl`	EMMeTT: Efficient Multimodal Machine Translation Training. CoRR Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg
2024	—	`conf`	EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models. ACL (3) Peng Wang, Ningyu Zhang, Bozhong Tian, Zekun Xi, Yunzhi Yao, Ziwen Xu, Mengru Wang, Shengyu Mao, Xiaohan Wang, Siyuan Cheng, Kangwei Liu, Yuansheng Ni, Guozhou Zheng, Huajun Chen
2024	—	`conf`	Editing Personality For Large Language Models. NLPCC (2) Shengyu Mao, Xiaohan Wang, Mengru Wang, Yong Jiang, Pengjun Xie, Fei Huang, Ningyu Zhang
2024	A*	`conf`	Knowledge Circuits in Pretrained Transformers. NeurIPS Yunzhi Yao, Ningyu Zhang, Zekun Xi, Mengru Wang, Ziwen Xu, Shumin Deng, Huajun Chen
2024	J	`jnl`	Knowledge Circuits in Pretrained Transformers. CoRR Yunzhi Yao, Ningyu Zhang, Zekun Xi, Mengru Wang, Ziwen Xu, Shumin Deng, Huajun Chen
2024	—	`conf`	Knowledge Mechanisms in Large Language Models: A Survey and Perspective. EMNLP (Findings) Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2024	J	`jnl`	Knowledge Mechanisms in Large Language Models: A Survey and Perspective. CoRR Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2024	—	`conf`	Low-complexity Weight Shared Logarithmic Hyperbolic Cosine Least Mean Square Algorithm for Adaptive Filtering. ICDSP Junxiao Chen, Zongyang Luo, Jiaze Shi, Yaqi Sun, Yiji Chen, Mengru Wang
2024	J	`jnl`	Modeling and vibration suppression based on Nussbaum function for beam bridge with unknown control directions and unknown nonlinear time-varying actuator faults. J. Frankl. Inst. Mengru Wang, Jinkun Liu
2024	J	`jnl`	Non-Contact Respiratory and Heart Rate Detection Using IR-UWB Radars Under Random Body Activity. IEEE Trans. Instrum. Meas. Bo Yang, Linzi Min, Mengru Wang, Haoxiang Shi
2024	—	`conf`	Overview of the NLPCC 2024 Shared Task 10: Regulating Large Language Models. NLPCC (5) Chenxi Wang, Ziwen Xu, Mengru Wang, Xiang Chen, Shumin Deng, Ningyu Zhang
2024	—	`conf`	Research on the Evolutionary Game of Critical Information Infrastructure Security Supervision under Public on Participation. ICAICE Kai Gao, Kai Zou, Shiyu Wang, Zhao Sun, Mengru Wang
2024	—	`conf`	To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. EMNLP (Findings) Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang
2024	J	`jnl`	To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. CoRR Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang
2024	A*	`conf`	Unveiling the Pitfalls of Knowledge Editing for Large Language Models. ICLR Zhoubo Li, Ningyu Zhang, Yunzhi Yao, Mengru Wang, Xi Chen, Huajun Chen
2023	J	`jnl`	EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models. CoRR Peng Wang, Ningyu Zhang, Bozhong Tian, Zekun Xi, Yunzhi Yao, Ziwen Xu, Mengru Wang, Shengyu Mao, Xiaohan Wang, Siyuan Cheng, Kangwei Liu, Yuansheng Ni, Guozhou Zheng, Huajun Chen
2023	J	`jnl`	Editing Personality for LLMs. CoRR Shengyu Mao, Ningyu Zhang, Xiaohan Wang, Mengru Wang, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
2023	J	`jnl`	Pairwise contrastive learning for sentence semantic equivalence identification with limited supervision. Knowl. Based Syst. Taihua Shao, Fei Cai, Jianming Zheng, Mengru Wang, Honghui Chen
2023	J	`jnl`	TaxonPrompt: Taxonomy-aware curriculum prompt learning for few-shot event classification. Knowl. Based Syst. Chengyu Song, Fei Cai, Mengru Wang, Jianming Zheng, Taihua Shao
2023	J	`jnl`	Unveiling the Pitfalls of Knowledge Editing for Large Language Models. CoRR Zhoubo Li, Ningyu Zhang, Yunzhi Yao, Mengru Wang, Xi Chen, Huajun Chen
2022	A	`conf`	ClozeSearch: A Collocation Retrieval Application to Assist in Scientific Writing. CIKM Mengru Wang, Omar Alonso
2022	B	`conf`	DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction. COLING Mengru Wang, Jianming Zheng, Fei Cai, Taihua Shao, Honghui Chen
2022	B	`conf`	Instrumenting Virtual Reality for Priming Cultural Differences in Design Creativity. Creativity & Cognition Zhengya Gong, Mengru Wang, Vijayakumar Nanjappan, Georgi V. Georgiev
2021	—	`conf`	Automatic Recognition and Segmentation of Composite User Stories Based on Semantic Analysis. CSAE Yufeng Ma, Yajie Dou, Mengru Wang, Yitong Wang, Miao Jiang, Yanjing Lu
2021	—	`conf`	MOOC Dropout Prediction Based on Dynamic Embedding Representation Learning. CSAE Lin Wang, Zhengfei Yu, Mengru Wang, Xixi Zhu, Yun Zhou
2021	J	`jnl`	Single Particle Fault Injection Signal Generation Method Using Gaussian Cloud Model. J. Electron. Test. Mengru Wang, Jinbo Wang, Jianmin Wang, Shan Zhou
2019	—	`conf`	Split First and Then Rephrase: Hierarchical Generation for Sentence Simplification. PACLING Mengru Wang, Hiroaki Ozaki, Yuta Koreeda, Kohsuke Yanai
2010	J	`jnl`	Multi-video summarization using complex graph clustering and mining. Comput. Sci. Inf. Syst. Jian Shao, Dongming Jiang, Mengru Wang, Hong Chen, Lu Yao
2010	—	`conf`	The location privacy protection research in location-based service. Geoinformatics Wenyan Zhang, Ximing Cui, Dengfeng Li, Debao Yuan, Mengru Wang